Quantization plays a crucial role in deploying Large Language Models (LLMs) in resource-constrained environments. However, the presence of outlier features significantly hinders low-bit quantization.

Abstract: With an increasing demand for efficient computational systems, the analysis is needed to address the challenge of developing a multi-operand adder capable of processing multi operands. The ...

Abstract: A Novel Dadda multiplier called a Kogge Stone Adder is the object of this study's comparison of power consumption and delay. that employs 4:2 compressors, and a suggested Brent Kung adder in ...

The SpacemiT K1 is an 8-core RISC-V processor that has been tapped for several single-board computers, laptops, and tablets in the past two years. It’s not exactly the fastest processor available, ...